Overview

Dataset Statistics

Number of Variables 18
Number of Rows 11534
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 2.2 MB
Average Row Size in Memory 203.0 B
Variable Types
  • Categorical: 3
  • Numerical: 15

Dataset Insights

GOAL_ATTEMPTS and FOULS have similar distributions Similar Distribution
SHOTS_OFF_GOAL and CORNERS have similar distributions Similar Distribution
BLOCKED_SHOTS and GOALKEEPER_SAVES have similar distributions Similar Distribution
OFFSIDES and GOALKEEPER_SAVES have similar distributions Similar Distribution
GOAL_ATTEMPTS is skewed Skewed
SHOTS_ON_GOAL is skewed Skewed
SHOTS_OFF_GOAL is skewed Skewed
BLOCKED_SHOTS is skewed Skewed
CORNERS is skewed Skewed
OFFSIDES is skewed Skewed
THROW_IN is skewed Skewed
GOALKEEPER_SAVES is skewed Skewed
FOULS is skewed Skewed
COMPLETED_PASSES is skewed Skewed
TACKLES is skewed Skewed
ATTACKS is skewed Skewed
DANGEROUS_ATTACKS is skewed Skewed
ID has a high cardinality: 11534 distinct values High Cardinality
ID has constant length 10 Constant Length
YELLOW_CARDS has constant length 1 Constant Length
RED_CARDS has constant length 1 Constant Length
ID has all distinct values Unique
SHOTS_ON_GOAL has 1588 (13.77%) zeros Zeros
SHOTS_OFF_GOAL has 1038 (9.0%) zeros Zeros
BLOCKED_SHOTS has 4096 (35.51%) zeros Zeros
FREE_KICKS has 1064 (9.22%) zeros Zeros
CORNERS has 1254 (10.87%) zeros Zeros
OFFSIDES has 4336 (37.59%) zeros Zeros
THROW_IN has 8648 (74.98%) zeros Zeros
GOALKEEPER_SAVES has 3525 (30.56%) zeros Zeros
COMPLETED_PASSES has 6336 (54.93%) zeros Zeros
TACKLES has 5610 (48.64%) zeros Zeros
ATTACKS has 4374 (37.92%) zeros Zeros
DANGEROUS_ATTACKS has 4373 (37.91%) zeros Zeros
  • 1
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  • 4

Variables

ID

categorical

Approximate Distinct Count 11534
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 844.8 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row I7XF6FSRH1
2nd row KGJs2ZzqH1
3rd row 6XHk0D5eH1
4th row KIrtyAcHH1
5th row EFETfITFH1

Letter

Count 88544
Lowercase Letter 38858
Space Separator 0
Uppercase Letter 49686
Dash Punctuation 0
Decimal Number 26796
  • ID contains many words: 11534 words
  • ID has words of constant length

BALL_POSSESSION

numerical

Approximate Distinct Count 71
Approximate Unique (%) 0.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 51.3827
Minimum 2
Maximum 87
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • BALL_POSSESSION is skewed left (γ1 = -0.0641)

Quantile Statistics

Minimum 2
5-th Percentile 32
Q1 43
Median 52
Q3 60
95-th Percentile 70
Maximum 87
Range 85
IQR 17

Descriptive Statistics

Mean 51.3827
Standard Deviation 11.6495
Variance 135.7117
Sum 592648
Skewness -0.06411
Kurtosis -0.3678
Coefficient of Variation 0.2267
  • BALL_POSSESSION has 6 outliers

GOAL_ATTEMPTS

numerical

Approximate Distinct Count 23
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 6.1761
Minimum 0
Maximum 26
Zeros 89
Zeros (%) 0.8%
Negatives 0
Negatives (%) 0.0%
  • GOAL_ATTEMPTS is skewed right (γ1 = 0.6657)

Quantile Statistics

Minimum 0
5-th Percentile 2
Q1 4
Median 6
Q3 8
95-th Percentile 12
Maximum 26
Range 26
IQR 4

Descriptive Statistics

Mean 6.1761
Standard Deviation 3.0314
Variance 9.1892
Sum 71235
Skewness 0.6657
Kurtosis 0.7557
Coefficient of Variation 0.4908
  • GOAL_ATTEMPTS is not normally distributed (p-value 8.16991560426569e-07)
  • GOAL_ATTEMPTS has 113 outliers

SHOTS_ON_GOAL

numerical

Approximate Distinct Count 13
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.2013
Minimum 0
Maximum 12
Zeros 1588
Zeros (%) 13.8%
Negatives 0
Negatives (%) 0.0%
  • SHOTS_ON_GOAL is skewed right (γ1 = 0.8967)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 3
95-th Percentile 5
Maximum 12
Range 12
IQR 2

Descriptive Statistics

Mean 2.2013
Standard Deviation 1.6424
Variance 2.6975
Sum 25390
Skewness 0.8967
Kurtosis 1.0743
Coefficient of Variation 0.7461
  • SHOTS_ON_GOAL is not normally distributed (p-value 3.1761957590636592e-12)
  • SHOTS_ON_GOAL has 188 outliers

SHOTS_OFF_GOAL

numerical

Approximate Distinct Count 13
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.6273
Minimum 0
Maximum 12
Zeros 1038
Zeros (%) 9.0%
Negatives 0
Negatives (%) 0.0%
  • SHOTS_OFF_GOAL is skewed right (γ1 = 0.758)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 4
95-th Percentile 6
Maximum 12
Range 12
IQR 3

Descriptive Statistics

Mean 2.6273
Standard Deviation 1.7463
Variance 3.0494
Sum 30303
Skewness 0.758
Kurtosis 0.7803
Coefficient of Variation 0.6647
  • SHOTS_OFF_GOAL is not normally distributed (p-value 1.6236566908178315e-11)
  • SHOTS_OFF_GOAL has 37 outliers

BLOCKED_SHOTS

numerical

Approximate Distinct Count 12
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.3474
Minimum 0
Maximum 11
Zeros 4096
Zeros (%) 35.5%
Negatives 0
Negatives (%) 0.0%
  • BLOCKED_SHOTS is skewed right (γ1 = 1.2366)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1
Q3 2
95-th Percentile 4
Maximum 11
Range 11
IQR 2

Descriptive Statistics

Mean 1.3474
Standard Deviation 1.416
Variance 2.0051
Sum 15541
Skewness 1.2366
Kurtosis 1.9665
Coefficient of Variation 1.0509
  • BLOCKED_SHOTS is not normally distributed (p-value 1.6881953020012294e-15)
  • BLOCKED_SHOTS has 136 outliers

FREE_KICKS

numerical

Approximate Distinct Count 22
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 6.433
Minimum 0
Maximum 23
Zeros 1064
Zeros (%) 9.2%
Negatives 0
Negatives (%) 0.0%
  • FREE_KICKS is skewed left (γ1 = -0.0256)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 4
Median 7
Q3 9
95-th Percentile 12
Maximum 23
Range 23
IQR 5

Descriptive Statistics

Mean 6.433
Standard Deviation 3.3648
Variance 11.3219
Sum 74198
Skewness -0.02563
Kurtosis 0.04383
Coefficient of Variation 0.5231
  • FREE_KICKS is not normally distributed (p-value 5.750461273803577e-06)
  • FREE_KICKS has 28 outliers

CORNERS

numerical

Approximate Distinct Count 12
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.6129
Minimum 0
Maximum 12
Zeros 1254
Zeros (%) 10.9%
Negatives 0
Negatives (%) 0.0%
  • CORNERS is skewed right (γ1 = 0.807)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 4
95-th Percentile 6
Maximum 12
Range 12
IQR 3

Descriptive Statistics

Mean 2.6129
Standard Deviation 1.8593
Variance 3.4571
Sum 30137
Skewness 0.807
Kurtosis 0.6352
Coefficient of Variation 0.7116
  • CORNERS is not normally distributed (p-value 5.0091265368770195e-11)
  • CORNERS has 66 outliers

OFFSIDES

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.0603
Minimum 0
Maximum 9
Zeros 4336
Zeros (%) 37.6%
Negatives 0
Negatives (%) 0.0%
  • OFFSIDES is skewed right (γ1 = 1.2367)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1
Q3 2
95-th Percentile 3
Maximum 9
Range 9
IQR 2

Descriptive Statistics

Mean 1.0603
Standard Deviation 1.1194
Variance 1.253
Sum 12229
Skewness 1.2367
Kurtosis 1.9188
Coefficient of Variation 1.0558
  • OFFSIDES is not normally distributed (p-value 2.080233803860651e-16)
  • OFFSIDES has 29 outliers

THROW_IN

numerical

Approximate Distinct Count 30
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.8439
Minimum 0
Maximum 30
Zeros 8648
Zeros (%) 75.0%
Negatives 0
Negatives (%) 0.0%
  • THROW_IN is skewed right (γ1 = 1.6807)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 1.75
95-th Percentile 15
Maximum 30
Range 30
IQR 1.75

Descriptive Statistics

Mean 2.8439
Standard Deviation 5.3451
Variance 28.5701
Sum 32802
Skewness 1.6807
Kurtosis 1.6298
Coefficient of Variation 1.8795
  • THROW_IN is not normally distributed (p-value 5.73051769822329e-25)
  • THROW_IN has 2804 outliers

GOALKEEPER_SAVES

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.282
Minimum 0
Maximum 9
Zeros 3525
Zeros (%) 30.6%
Negatives 0
Negatives (%) 0.0%
  • GOALKEEPER_SAVES is skewed right (γ1 = 1.2089)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1
Q3 2
95-th Percentile 4
Maximum 9
Range 9
IQR 2

Descriptive Statistics

Mean 1.282
Standard Deviation 1.24
Variance 1.5376
Sum 14787
Skewness 1.2089
Kurtosis 2.0965
Coefficient of Variation 0.9672
  • GOALKEEPER_SAVES is not normally distributed (p-value 2.9851079008755296e-15)
  • GOALKEEPER_SAVES has 81 outliers

FOULS

numerical

Approximate Distinct Count 19
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 6.0322
Minimum 0
Maximum 20
Zeros 46
Zeros (%) 0.4%
Negatives 0
Negatives (%) 0.0%
  • FOULS is skewed right (γ1 = 0.4105)

Quantile Statistics

Minimum 0
5-th Percentile 2
Q1 4
Median 6
Q3 8
95-th Percentile 10
Maximum 20
Range 20
IQR 4

Descriptive Statistics

Mean 6.0322
Standard Deviation 2.5522
Variance 6.5136
Sum 69575
Skewness 0.4105
Kurtosis 0.2011
Coefficient of Variation 0.4231
  • FOULS is not normally distributed (p-value 7.207678981822313e-08)
  • FOULS has 24 outliers

YELLOW_CARDS

categorical

Approximate Distinct Count 6
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 743.4 KB

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 1
2nd row 0
3rd row 0
4th row 1
5th row 1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 11534
  • The top 2 categories (0, 1) take over 50.0%
  • YELLOW_CARDS has words of constant length

RED_CARDS

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 743.4 KB
  • The largest value (0) is over 52.37 times larger than the second largest value (1)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 0
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 11534
  • The top 2 categories (0, 1) take over 50.0%
  • The largest value (0) is over 52.37 times larger than the second largest value (1)
  • RED_CARDS has words of constant length

COMPLETED_PASSES

numerical

Approximate Distinct Count 381
Approximate Unique (%) 3.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 106.4416
Minimum 0
Maximum 518
Zeros 6336
Zeros (%) 54.9%
Negatives 0
Negatives (%) 0.0%
  • COMPLETED_PASSES is skewed right (γ1 = 0.6493)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 218
95-th Percentile 330
Maximum 518
Range 518
IQR 218

Descriptive Statistics

Mean 106.4416
Standard Deviation 127.1205
Variance 16159.619
Sum 1.2277e+06
Skewness 0.6493
Kurtosis -0.9855
Coefficient of Variation 1.1943
  • COMPLETED_PASSES is not normally distributed (p-value 9.876766292516006e-25)

TACKLES

numerical

Approximate Distinct Count 24
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 3.9661
Minimum 0
Maximum 25
Zeros 5610
Zeros (%) 48.6%
Negatives 0
Negatives (%) 0.0%
  • TACKLES is skewed right (γ1 = 0.7151)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 2
Q3 8
95-th Percentile 12
Maximum 25
Range 25
IQR 8

Descriptive Statistics

Mean 3.9661
Standard Deviation 4.4949
Variance 20.2044
Sum 45745
Skewness 0.7151
Kurtosis -0.6118
Coefficient of Variation 1.1333
  • TACKLES is not normally distributed (p-value 2.6185315130195383e-23)
  • TACKLES has 3 outliers

ATTACKS

numerical

Approximate Distinct Count 105
Approximate Unique (%) 0.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 34.311
Minimum 0
Maximum 116
Zeros 4374
Zeros (%) 37.9%
Negatives 0
Negatives (%) 0.0%
  • ATTACKS is skewed right (γ1 = 0.0076)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 42
Q3 58
95-th Percentile 77
Maximum 116
Range 116
IQR 58

Descriptive Statistics

Mean 34.311
Standard Deviation 29.3895
Variance 863.7412
Sum 395743
Skewness 0.007622
Kurtosis -1.4002
Coefficient of Variation 0.8566
  • ATTACKS is not normally distributed (p-value 1.840771843962865e-23)

DANGEROUS_ATTACKS

numerical

Approximate Distinct Count 78
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 15.9712
Minimum 0
Maximum 83
Zeros 4373
Zeros (%) 37.9%
Negatives 0
Negatives (%) 0.0%
  • DANGEROUS_ATTACKS is skewed right (γ1 = 0.5623)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 16
Q3 27
95-th Percentile 43
Maximum 83
Range 83
IQR 27

Descriptive Statistics

Mean 15.9712
Standard Deviation 15.2411
Variance 232.2912
Sum 184212
Skewness 0.5623
Kurtosis -0.3928
Coefficient of Variation 0.9543
  • DANGEROUS_ATTACKS is not normally distributed (p-value 3.299170982658157e-23)
  • DANGEROUS_ATTACKS has 24 outliers

Interactions

Correlations

Missing Values